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Can the RX7900XT (Or any other gpu with 20gb of vram) now run 30b models? | 9 | I have one, and as I know usually people buy 24gb cards for 30b models, but do I have any chances of running it without buying new hardware? Are there people with similar hardware/or vram configuration? | 2023-09-10T17:06:35 | https://www.reddit.com/r/LocalLLaMA/comments/16f5jg1/can_the_rx7900xt_or_any_other_gpu_with_20gb_of/ | ethanol_addicted | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16f5jg1 | false | null | t3_16f5jg1 | /r/LocalLLaMA/comments/16f5jg1/can_the_rx7900xt_or_any_other_gpu_with_20gb_of/ | false | false | self | 9 | null |
GPT 3.5 Turbo vs. Phind Code v2 adding code to 15.k token application | 16 | I have a very poorly written SPA using vanilla js, alpine.js, html with back end on directus. I dont have access to gpt4 32k.
Entire application, minified is 15500+ tokens.
IMO - Phind provides much more contextual answer (actully there are two or three different multi selectors already in the code)
GPT answer is hon... | 2023-09-10T17:06:15 | https://www.reddit.com/r/LocalLLaMA/comments/16f5j58/gpt_35_turbo_vs_phind_code_v2_adding_code_to_15k/ | kpodkanowicz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16f5j58 | false | null | t3_16f5j58 | /r/LocalLLaMA/comments/16f5j58/gpt_35_turbo_vs_phind_code_v2_adding_code_to_15k/ | false | false | self | 16 | null |
Multiple models running on one system | 2 | Is it possible to run multiple models at the same time on the same system and let them interact with each other on something like langchain? | 2023-09-10T16:06:12 | https://www.reddit.com/r/LocalLLaMA/comments/16f4177/multiple_models_running_on_one_system/ | Deep-View-2411 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16f4177 | false | null | t3_16f4177 | /r/LocalLLaMA/comments/16f4177/multiple_models_running_on_one_system/ | false | false | self | 2 | null |
oobabooga api instead of openai api? | 2 | I've seen around a few suggestions that you can use Oobabooga to imitate Openai Api, I would like to do it to be able to use it in Langflow.
Yet and haven't seen any explaining how to achieve this, anyone can enlighten me? | 2023-09-10T15:30:05 | https://www.reddit.com/r/LocalLLaMA/comments/16f34ky/oobabooga_api_instead_of_openai_api/ | PTwolfy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16f34ky | false | null | t3_16f34ky | /r/LocalLLaMA/comments/16f34ky/oobabooga_api_instead_of_openai_api/ | false | false | self | 2 | null |
Running WizardLM 70B (or similar) On a Budget - Recommendations? | 1 | [removed] | 2023-09-10T15:18:32 | https://www.reddit.com/r/LocalLLaMA/comments/16f2uh6/running_wizardlm_70b_or_similar_on_a_budget/ | JustinPooDough | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16f2uh6 | false | null | t3_16f2uh6 | /r/LocalLLaMA/comments/16f2uh6/running_wizardlm_70b_or_similar_on_a_budget/ | false | false | self | 1 | null |
Anybody tried the Azure ML services. Can you use them to run Llama models? | 8 | I know Azure has virtual machines but I've seen they also have more specific machine learning services. Has anybody tried them? Can you use them to run the Llama models? | 2023-09-10T15:15:57 | https://www.reddit.com/r/LocalLLaMA/comments/16f2s91/anybody_tried_the_azure_ml_services_can_you_use/ | Zer0Ma | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16f2s91 | false | null | t3_16f2s91 | /r/LocalLLaMA/comments/16f2s91/anybody_tried_the_azure_ml_services_can_you_use/ | false | false | self | 8 | null |
Getting a LLM to ask for more information | 1 | [removed] | 2023-09-10T14:54:56 | https://www.reddit.com/r/LocalLLaMA/comments/16f297p/getting_a_llm_to_ask_for_more_information/ | Natural-Sentence-601 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16f297p | false | null | t3_16f297p | /r/LocalLLaMA/comments/16f297p/getting_a_llm_to_ask_for_more_information/ | false | false | default | 1 | null |
Llama-2-7b-gguf-v1 and VRAM usage. | 1 | [https://huggingface.co/dhairya0907/meta-llama-2-7b-chat-hf-gguf-v1](https://huggingface.co/dhairya0907/meta-llama-2-7b-chat-hf-gguf-v1)
This model runs entirely on cpu which is nice, but I can't get it to use any VRAM.
Thoughts? | 2023-09-10T14:51:30 | https://www.reddit.com/r/LocalLLaMA/comments/16f26dx/llama27bggufv1_and_vram_usage/ | Thistleknot | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16f26dx | false | null | t3_16f26dx | /r/LocalLLaMA/comments/16f26dx/llama27bggufv1_and_vram_usage/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '7DYO0uOBt6P9jH0zZjT9k-rxlWK-xmNeZLtqwiUQYgY', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/rAzphJLl2fhjgbGUiRGO5bkU8qvFhq1KQ0s1WHF3jjM.jpg?width=108&crop=smart&auto=webp&s=0e7ed4b3c565b99c6513a2ca39e4609e4aa9e7ec', 'width': 108}, {'height': 116, 'url': 'h... |
How to prompt LLMs properly for multi-turn conversation, optionally with character card? (even if the prompt format is given) | 7 | For example, take the following prompt format (Airoboros):
>A chat.
USER: {prompt}
ASSISTANT:
Where would the character card go and how to format the chat history?
One way would be to make it a single-turn instruction to write the next message (this is what oobabooga seems to be doing):
>A chat.
USER: <chara... | 2023-09-10T14:39:34 | https://www.reddit.com/r/LocalLLaMA/comments/16f1wag/how_to_prompt_llms_properly_for_multiturn/ | whtne047htnb | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16f1wag | false | null | t3_16f1wag | /r/LocalLLaMA/comments/16f1wag/how_to_prompt_llms_properly_for_multiturn/ | false | false | self | 7 | null |
How to run LLMs on raspberry Pi | 1 | Hey guys, I'm looking to run 1B/3B quantised LLMs on a Raspberry pi. Please share any tips or resources that I can refer to do the same.
Thank you! | 2023-09-10T13:59:34 | https://www.reddit.com/r/LocalLLaMA/comments/16f0zmu/how_to_run_llms_on_raspberry_pi/ | Dry_Long3157 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16f0zmu | false | null | t3_16f0zmu | /r/LocalLLaMA/comments/16f0zmu/how_to_run_llms_on_raspberry_pi/ | false | false | self | 1 | null |
Best code LLM in your opinion | 13 | I have a 4090 card and I'm looking for the best code models that you guys use.
I'm planning to use this mostly to clean and document python code. | 2023-09-10T13:56:44 | https://www.reddit.com/r/LocalLLaMA/comments/16f0xi9/best_code_llm_in_your_opinion/ | Dry_Long3157 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16f0xi9 | false | null | t3_16f0xi9 | /r/LocalLLaMA/comments/16f0xi9/best_code_llm_in_your_opinion/ | false | false | self | 13 | null |
Chatty LLama: A fullstack Rust + react chat app using Llama-2 https://github.com/Sollimann/chatty-llama | 4 | 2023-09-10T13:46:42 | Sollimann | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 16f0pg9 | false | null | t3_16f0pg9 | /r/LocalLLaMA/comments/16f0pg9/chatty_llama_a_fullstack_rust_react_chat_app/ | false | false | 4 | {'enabled': True, 'images': [{'id': 'aw2bmsHx7O3LEYLkDGvIzb3fll9zyFLYMY-f6x2O5ME', 'resolutions': [{'height': 124, 'url': 'https://preview.redd.it/gqg5isozmfnb1.png?width=108&crop=smart&auto=webp&s=f51e88965865b5df8f5f2646ff7e03ea34f6f6ea', 'width': 108}, {'height': 248, 'url': 'https://preview.redd.it/gqg5isozmfnb1.pn... | |||
Ampera A1 for Llama | 7 | I know it isn't that local but has anyone of you ever tried running Llama or something similar on the ampera A1 on oracle cloud? It's implemented in the free tier of oracle with 4 cores and 24gb of ram.
I'll try to get it run today and I will be very happy if anyone has knowledge about it and can help.
It's an arm pro... | 2023-09-10T12:38:56 | https://www.reddit.com/r/LocalLLaMA/comments/16ezafb/ampera_a1_for_llama/ | Deep-View-2411 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ezafb | false | null | t3_16ezafb | /r/LocalLLaMA/comments/16ezafb/ampera_a1_for_llama/ | false | false | self | 7 | null |
Absolute cheapest local LLM | 31 | I keep seeing posts for building to a specific budget but had a thought “How cheaply could a machine possibly be built?” Of course there will be a lower boundary for model size but what are your thoughts for the least expensive way to run an LLM with no internet connection?
Personally, I believe mlc LLM on an android ... | 2023-09-10T12:21:02 | https://www.reddit.com/r/LocalLLaMA/comments/16eyxgw/absolute_cheapest_local_llm/ | SporksInjected | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16eyxgw | false | null | t3_16eyxgw | /r/LocalLLaMA/comments/16eyxgw/absolute_cheapest_local_llm/ | false | false | self | 31 | null |
Why llama.cpp? | 1 | [removed] | 2023-09-10T12:18:41 | https://www.reddit.com/r/LocalLLaMA/comments/16eyvsn/why_llamacpp/ | cjviper987 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16eyvsn | false | null | t3_16eyvsn | /r/LocalLLaMA/comments/16eyvsn/why_llamacpp/ | false | false | self | 1 | null |
Is there an distributed LLM out there that runs on a network like blockchain does? | 0 | I’m imagining 1000 ppl connected to a network sharing compute and all contributing to the model. Is that a thing? If not, could it be? | 2023-09-10T10:59:43 | https://www.reddit.com/r/LocalLLaMA/comments/16exepu/is_there_an_distributed_llm_out_there_that_runs/ | Overall-Importance54 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16exepu | false | null | t3_16exepu | /r/LocalLLaMA/comments/16exepu/is_there_an_distributed_llm_out_there_that_runs/ | false | false | self | 0 | null |
different card for total vram increase | 4 | hi, i have a setup with dual 3090 total 48gb of vram.
it's possible since i still have a free pcie slot to ad , for example, a p40 to use only for vram increase?
thx in advance and bests
​ | 2023-09-10T08:57:58 | https://www.reddit.com/r/LocalLLaMA/comments/16evdzu/different_card_for_total_vram_increase/ | allnc | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16evdzu | false | null | t3_16evdzu | /r/LocalLLaMA/comments/16evdzu/different_card_for_total_vram_increase/ | false | false | self | 4 | null |
Training long context (32K+) 70B Llama | 97 | Been obsessed with training long context 70B Llama (32K+), as an individual user. Wanted to share what I've found & would love answers/tips. This is a long post.
​
Why 70B? For me, because story and creative writing consistency improves remarkably. I know Mythomax 13B lovers swear by it and I wish I could have... | 2023-09-10T08:02:57 | https://www.reddit.com/r/LocalLLaMA/comments/16euhw5/training_long_context_32k_70b_llama/ | Grimulkan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16euhw5 | false | null | t3_16euhw5 | /r/LocalLLaMA/comments/16euhw5/training_long_context_32k_70b_llama/ | false | false | self | 97 | {'enabled': False, 'images': [{'id': 'bA1MKcyW1r4gzLFv2nIrect4n9Q8_Tknv_CIjg9oNn8', 'resolutions': [{'height': 57, 'url': 'https://external-preview.redd.it/dJCRx3dWaZ8i2cs4GaifNrItW-lBtnMPGoxDNxJRyXQ.jpg?width=108&crop=smart&auto=webp&s=bfec99548b858da4df369f32e31af204daba0f34', 'width': 108}, {'height': 115, 'url': 'h... |
CodeLlama-xb/CodeLlama-xb-Python vs. CodeLlama-xb-instruct | 4 | Hey guys, so I have googled around and read the documentation but I am still confused between what's the difference between CodeLlama-xb/CodeLlama-xb-Python vs. CodeLlama-xb-instruct? I know the xb model is the base model (for several languages) and the Python model specializes in Python, but what's the instruct model ... | 2023-09-10T07:04:37 | https://www.reddit.com/r/LocalLLaMA/comments/16ethxq/codellamaxbcodellamaxbpython_vs/ | --leockl-- | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ethxq | false | null | t3_16ethxq | /r/LocalLLaMA/comments/16ethxq/codellamaxbcodellamaxbpython_vs/ | false | false | self | 4 | null |
SSD as a ram | 3 | ..there is a lot of sw (in linux it is even natural) to create HDD space from RAM.
but is there any thick to use SSD space as a RAM? and if so, will it be even usable for big models like 70b, 170b..? | 2023-09-10T06:17:31 | https://www.reddit.com/r/LocalLLaMA/comments/16esosg/ssd_as_a_ram/ | ovnf | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16esosg | false | null | t3_16esosg | /r/LocalLLaMA/comments/16esosg/ssd_as_a_ram/ | false | false | self | 3 | null |
Any use for 60gb of vram | 5 | I have duel rtx 3090 setup currently and I was thinking about sticking an a2000 in to the extra slot for 60gb of vram but I’m not sure there’s any point. Are there any models that can run on 60gb that can’t run of 48gb? | 2023-09-10T04:10:08 | https://www.reddit.com/r/LocalLLaMA/comments/16eqbx3/any_use_for_60gb_of_vram/ | Ergosyn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16eqbx3 | false | null | t3_16eqbx3 | /r/LocalLLaMA/comments/16eqbx3/any_use_for_60gb_of_vram/ | false | false | self | 5 | null |
Simplest way of running a llm on a hosted server | 1 | Id like to run an uncensored llm like nous-hermes on some remote machine where it can run fast and then use text generation via some kind of api. I don't mind paying for it
what I want though is the simplest setup poossible.
Is this possible with huggingface hub? Could I get some pointers?
Thanks | 2023-09-10T03:33:31 | https://www.reddit.com/r/LocalLLaMA/comments/16epmf4/simplest_way_of_running_a_llm_on_a_hosted_server/ | FahrenheitUnrequited | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16epmf4 | false | null | t3_16epmf4 | /r/LocalLLaMA/comments/16epmf4/simplest_way_of_running_a_llm_on_a_hosted_server/ | false | false | self | 1 | null |
Best software web-/GUI? | 19 | Right now I really only know about [Ooba](https://github.com/oobabooga/text-generation-webui) and [koboldcpp](https://github.com/LostRuins/koboldcpp) for running and using models, I feel like they are really well when you want to tinker with the models but if you want to actually use them for example as a replacement t... | 2023-09-10T02:46:55 | https://www.reddit.com/r/LocalLLaMA/comments/16eoozu/best_software_webgui/ | Victor_Lalle | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16eoozu | false | null | t3_16eoozu | /r/LocalLLaMA/comments/16eoozu/best_software_webgui/ | false | false | self | 19 | {'enabled': False, 'images': [{'id': 'vzi8XIg9iHZoY_ojAp4V3XDNw24HDgSSeawYlCqOXTg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/gZtEjtY5y0kHgzJ1kkNayIpGgzDSIysuGY1d3w5tFCY.jpg?width=108&crop=smart&auto=webp&s=76ff86bb6a822acfbbf5cc9729a6d83871b0aa78', 'width': 108}, {'height': 108, 'url': 'h... |
lmstudio question | 0 | Is lmstudio safe to install? Any malware hiding in it?
Is it a good place to start local? | 2023-09-10T01:22:09 | https://www.reddit.com/r/LocalLLaMA/comments/16emxkw/lmstudio_question/ | jeffsmith202 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16emxkw | false | null | t3_16emxkw | /r/LocalLLaMA/comments/16emxkw/lmstudio_question/ | false | false | self | 0 | null |
How can I get LLaMA2 to stop being chatty and only output the result | 17 | I want to see if I can use the mdoel for some classification stuff that I currently use ChatGPT for, but have issues tuning the prompt so that the model just outputs what I want it to output, without chatting.
Specifically, even if I tell it stuff like: "ONLY OUTPUT X AND NOTHING ELSE, DO NOT CHAT DO NOT CONVERSE, DO... | 2023-09-10T00:44:16 | https://www.reddit.com/r/LocalLLaMA/comments/16em3ao/how_can_i_get_llama2_to_stop_being_chatty_and/ | HoodFruit | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16em3ao | false | null | t3_16em3ao | /r/LocalLLaMA/comments/16em3ao/how_can_i_get_llama2_to_stop_being_chatty_and/ | false | false | self | 17 | null |
How to stop generating extra actions like *pauses* or (gulps) | 7 | See title. I'm running Llama-2-7b-chat-GPTQ in Colab, and I have a roleplay prompt. Llama keeps replying with a lot of extra stage-direction-type stuff like *frowns*, *fidgets*, *ahem*, etc. but I only want it to output dialogue. I've tried telling it not to use asterisks or any extra actions in the system prompt, but ... | 2023-09-10T00:26:02 | https://www.reddit.com/r/LocalLLaMA/comments/16elodu/how_to_stop_generating_extra_actions_like_pauses/ | firejak308 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16elodu | false | null | t3_16elodu | /r/LocalLLaMA/comments/16elodu/how_to_stop_generating_extra_actions_like_pauses/ | false | false | self | 7 | null |
For CUDA MMQ users on KoboldCPP, here's a fix to gain a double digit percentage in context size (for a full offload on GPU) | 6 | Since early august 2023, a line of code posed problem for me in the [ggml-cuda.cu](https://ggml-cuda.cu) of KoboldCPP, which caused an incremental hog when Cublas was processing batches in the prompt. The more batches processed, the more VRAM allocated to each batch, which led to early OOM, especially on small batches ... | 2023-09-10T00:15:26 | https://www.reddit.com/r/LocalLLaMA/comments/16elfqa/for_cuda_mmq_users_on_koboldcpp_heres_a_fix_to/ | Nexesenex | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16elfqa | false | null | t3_16elfqa | /r/LocalLLaMA/comments/16elfqa/for_cuda_mmq_users_on_koboldcpp_heres_a_fix_to/ | false | false | self | 6 | null |
help, getting this error message ImportError: cannot import name 'Undefined' from 'pydantic.fields' | 0 | Hi, my Oobabooga installation suddenly stop working today. It was working fine yesterday and today I am getting this error:
ImportError: cannot import name 'Undefined' from 'pydantic.fields' E:\\Oobabooga\\installer\_files\\env\\lib\\site-packages\\pydantic\\[fields.py](https://fields.py))
I am on windows and don't ... | 2023-09-10T00:02:22 | https://www.reddit.com/r/LocalLLaMA/comments/16el54j/help_getting_this_error_message_importerror/ | orick | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16el54j | false | null | t3_16el54j | /r/LocalLLaMA/comments/16el54j/help_getting_this_error_message_importerror/ | false | false | self | 0 | null |
1500$ for Local Models.. | 39 | I want to invest in a PC for running models in local. I want to take good time in response , but my bulk is 1500$. I don't know if take second live GPUs is a good idea or not. What do you think ? What CPU/GPU/motherboard combo do you recomend me ? And liquid refrijeration ? Classic ?
If you have 1500$ for invest in a... | 2023-09-09T22:48:08 | https://www.reddit.com/r/LocalLLaMA/comments/16ejcvh/1500_for_local_models/ | Icy_Sun_4958 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ejcvh | false | null | t3_16ejcvh | /r/LocalLLaMA/comments/16ejcvh/1500_for_local_models/ | false | false | self | 39 | null |
First time trying to run locally in M2 96gb | 1 | Hi!
I have a M2 96gb. I have installed OOBABOOGA and downloaded this model (which seems to be good based on the HF ranking?): [https://huggingface.co/fangloveskari/ORCA\_LLaMA\_70B\_QLoRA](https://huggingface.co/fangloveskari/ORCA_LLaMA_70B_QLoRA)
I'm now loading the model using the "Transformers" backend, leaving a... | 2023-09-09T22:33:35 | https://www.reddit.com/r/LocalLLaMA/comments/16eizof/first_time_trying_to_run_locally_in_m2_96gb/ | Janx__Spirit | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16eizof | false | null | t3_16eizof | /r/LocalLLaMA/comments/16eizof/first_time_trying_to_run_locally_in_m2_96gb/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'cEZaysqw_JK4t52A335zl31TYp9r3qhSUtivkDVmXy8', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/wp51pRtPj6PBqMuquaN6QK6soylHbWTs3NALw5G_h4s.jpg?width=108&crop=smart&auto=webp&s=a3f4151c325798661820dd9086f1e9c68d80b115', 'width': 108}, {'height': 116, 'url': 'h... |
2nd CPU with Llama.cpp. Will it do anything? | 2 | Do you think adding back my second 16 core xeon will improve llama.cpp speeds or not? I will also have to spread my ram to 1 dimm per channel. Technically that would mean 2133->2400 but I have that overridden so no change.
It's additional 80gb/s bandwidth but it could just mean a less utilized memory bus or more proc-... | 2023-09-09T22:31:04 | https://www.reddit.com/r/LocalLLaMA/comments/16eixft/2nd_cpu_with_llamacpp_will_it_do_anything/ | a_beautiful_rhind | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16eixft | false | null | t3_16eixft | /r/LocalLLaMA/comments/16eixft/2nd_cpu_with_llamacpp_will_it_do_anything/ | false | false | self | 2 | null |
Question about large inference speed difference on similar setups | 2 | I have two machines with similar specs. Machine A has a 5950x with 128GB ram and 1x 3090. Machine B has a 5900X with 128GB ram and 2x 3090.
In the video you can see both machines running the same code with the same 13B models. Both are running inference tasks in a loop. The terminal on top is A and the other is B. Yo... | 2023-09-09T22:23:40 | https://v.redd.it/lt785p1g2bnb1 | hedonihilistic | /r/LocalLLaMA/comments/16eiquu/question_about_large_inference_speed_difference/ | 1970-01-01T00:00:00 | 0 | {} | 16eiquu | false | null | t3_16eiquu | /r/LocalLLaMA/comments/16eiquu/question_about_large_inference_speed_difference/ | false | false | 2 | {'enabled': False, 'images': [{'id': 'dTdnNGs3eWYyYm5iMX6mrHTagPx9oeytDy67bXgbD3P1o3hsBU3OTjvN2TGJ', 'resolutions': [{'height': 192, 'url': 'https://external-preview.redd.it/dTdnNGs3eWYyYm5iMX6mrHTagPx9oeytDy67bXgbD3P1o3hsBU3OTjvN2TGJ.png?width=108&crop=smart&format=pjpg&auto=webp&s=cd1643a73fc778858ee14043612a7f927396... | |
Question about large inference speed difference on similar setups | 30 | I have two machines with similar specs. Machine A has a 5950x with 128GB ram and 1x 3090. Machine B has a 5900X with 128GB ram and 2x 3090.
In the video you can see both machines running the same code with the same 13B models. Both are running inference tasks in a loop. The terminal on top is A and the other is B. Yo... | 2023-09-09T22:23:29 | https://v.redd.it/lt785p1g2bnb1 | hedonihilistic | /r/LocalLLaMA/comments/16eiqoq/question_about_large_inference_speed_difference/ | 1970-01-01T00:00:00 | 0 | {} | 16eiqoq | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/lt785p1g2bnb1/DASHPlaylist.mpd?a=1696976613%2CMjViNTljMGE1ZGVhZWY4MDJmMmU3OWM3ZmI0YzhhNmQwNzFjZmMxOGEwN2VlYThlM2RjZTZlODNkOTRhMjMxYQ%3D%3D&v=1&f=sd', 'duration': 27, 'fallback_url': 'https://v.redd.it/lt785p1g2bnb1/DASH_1080.mp4?source=fallback', 'h... | t3_16eiqoq | /r/LocalLLaMA/comments/16eiqoq/question_about_large_inference_speed_difference/ | false | false | 30 | {'enabled': False, 'images': [{'id': 'dTdnNGs3eWYyYm5iMX6mrHTagPx9oeytDy67bXgbD3P1o3hsBU3OTjvN2TGJ', 'resolutions': [{'height': 192, 'url': 'https://external-preview.redd.it/dTdnNGs3eWYyYm5iMX6mrHTagPx9oeytDy67bXgbD3P1o3hsBU3OTjvN2TGJ.png?width=108&crop=smart&format=pjpg&auto=webp&s=cd1643a73fc778858ee14043612a7f927396... | |
Speed Benchmarks for more than batch 1 inference | 3 | Saw [this tweet](https://twitter.com/karpathy/status/1691571869051445433) by Karpathy explaining how LLMs are fast enough on local machines because "we" are very interested in batch 1 inference. I understood "batch 1 inference" as just prompting the LLM at the start and getting a result back, vs continuing the conversa... | 2023-09-09T21:52:42 | https://www.reddit.com/r/LocalLLaMA/comments/16ehyxf/speed_benchmarks_for_more_than_batch_1_inference/ | ExactSeaworthiness34 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ehyxf | false | null | t3_16ehyxf | /r/LocalLLaMA/comments/16ehyxf/speed_benchmarks_for_more_than_batch_1_inference/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': '_hQx4p3YGSyGorMyf0YeA6t3uEEgxPU1EsFQZonxGdI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/8P5PmWXm5EQFzI1JNP7c6HBlCVbDDi6ojf-pQgy7krI.jpg?width=108&crop=smart&auto=webp&s=92a019ec486b3e980075580dec5c54b4da770f4e', 'width': 108}], 'source': {'height': 70,... |
16gb RAM/4gb VRAM laptop wants to run a 13b 4-bit Quantized model - pipe dream? | 1 | Hello, I’ve been trying to research ways to use a laptop with 1650 discrete graphics (4gb VRAM) and 16gb of ram for localLLaMA.
From everything I have seen, I’ve been told that at best you should run very small models only; but if slow speed is acceptable, down to 2 t/s, would it be possible to use oobabooga and .cpp... | 2023-09-09T21:21:31 | https://www.reddit.com/r/LocalLLaMA/comments/16eh69m/16gb_ram4gb_vram_laptop_wants_to_run_a_13b_4bit/ | thatavidreadertrue | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16eh69m | false | null | t3_16eh69m | /r/LocalLLaMA/comments/16eh69m/16gb_ram4gb_vram_laptop_wants_to_run_a_13b_4bit/ | false | false | self | 1 | null |
Text generation web UI | 3 | Very green to this, and would like to know how to optimize the for speed when loading models to generwt repliew faster. Does anyone have a cheat sheet all what all the sliders means and do? | 2023-09-09T21:10:14 | https://www.reddit.com/r/LocalLLaMA/comments/16egvw6/text_generation_web_ui/ | rorowhat | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16egvw6 | false | null | t3_16egvw6 | /r/LocalLLaMA/comments/16egvw6/text_generation_web_ui/ | false | false | self | 3 | null |
SillyTavern running locally on Mac M1 or M2 with llama-cpp-python backend | 32 | In this post, I'll share my method for running [SillyTavern](https://github.com/SillyTavern/SillyTavern) locally on a Mac M1/M2 using [llama-cpp-python](https://github.com/abetlen/llama-cpp-python).
## Overview
[SillyTavern](https://github.com/SillyTavern/SillyTavern) is a powerful chat front-end for LLMs - but it re... | 2023-09-09T20:14:03 | https://www.reddit.com/r/LocalLLaMA/comments/16efhxm/sillytavern_running_locally_on_mac_m1_or_m2_with/ | iandennismiller | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16efhxm | false | null | t3_16efhxm | /r/LocalLLaMA/comments/16efhxm/sillytavern_running_locally_on_mac_m1_or_m2_with/ | false | false | self | 32 | {'enabled': False, 'images': [{'id': 'bDW7jyCB5L7RKBwRUqrzWSn3bIb_Szu_GogYRebiCjw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/NFgRhAZ_cgs4xao5V1cOWNjptqU5JwIiGBtsvOdhlPU.jpg?width=108&crop=smart&auto=webp&s=22d2e1896c94ecebda58fed69478453d4b16fd4f', 'width': 108}, {'height': 108, 'url': 'h... |
3060Ti vs RX6700 XT, which is better for LLaMA? | 6 | Its what I can get in my country, I know nvidia is better for AI but it only has 8GB while the radeon has 12GB and I also want to do other stuff like SD.
So which one? | 2023-09-09T20:07:56 | https://www.reddit.com/r/LocalLLaMA/comments/16efcr1/3060ti_vs_rx6700_xt_which_is_better_for_llama/ | tylercoder | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16efcr1 | false | null | t3_16efcr1 | /r/LocalLLaMA/comments/16efcr1/3060ti_vs_rx6700_xt_which_is_better_for_llama/ | false | false | self | 6 | null |
What models are you running? | 29 | Every day there are tons of new models, most with random names and tweaks. What are you guys running and why do you like it? | 2023-09-09T19:51:50 | https://www.reddit.com/r/LocalLLaMA/comments/16eeyl7/what_models_are_you_running/ | rorowhat | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16eeyl7 | false | null | t3_16eeyl7 | /r/LocalLLaMA/comments/16eeyl7/what_models_are_you_running/ | false | false | self | 29 | null |
Training AI for Text Generation in Portuguese: Cloud or Local? GPT or Lamma? | 1 | I'm an SEO Specialist who has been using ChatGPT and the GPT API for a while now, and I've achieved good results with GPT-4 in text generation. However, I now face a challenge: I need to generate text in Portuguese (Brazil) for topics that the AI doesn't have information on. I have some unanswered questions regarding t... | 2023-09-09T19:05:24 | https://www.reddit.com/r/LocalLLaMA/comments/16edtyx/training_ai_for_text_generation_in_portuguese/ | imnotcoolsir | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16edtyx | false | null | t3_16edtyx | /r/LocalLLaMA/comments/16edtyx/training_ai_for_text_generation_in_portuguese/ | false | false | self | 1 | null |
Examples where dual 3090s outperform a single 4090? | 17 | I recently saw this thread saying dual 3090 is better than a single 4090. [https://www.reddit.com/r/LocalLLaMA/comments/15yxmgi/4090\_or\_dual\_3090/](https://www.reddit.com/r/LocalLLaMA/comments/15yxmgi/4090_or_dual_3090/)
What are concrete examples where dual 3090s win?
\- Run XYZ model which runs X% faster t/s... | 2023-09-09T18:44:50 | https://www.reddit.com/r/LocalLLaMA/comments/16edbuu/examples_where_dual_3090s_outperform_a_single_4090/ | yellowcustard77 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16edbuu | false | null | t3_16edbuu | /r/LocalLLaMA/comments/16edbuu/examples_where_dual_3090s_outperform_a_single_4090/ | false | false | self | 17 | null |
How are ORCA_LLaMA_70B_QLoRA and Platypus2-70B-instruct? Anyone have experience using them? | 13 | Pretty much the title. These models are currently #2 and #3 on top of the huggingface leaderboard. For anyone who's used them, what has your experience been like? How coherent are they? Creative? Are they censored?
I can always experiment with them myself, but I was just wondering if anyone else has any input they'd l... | 2023-09-09T18:31:52 | https://www.reddit.com/r/LocalLLaMA/comments/16ed0du/how_are_orca_llama_70b_qlora_and/ | nsfw_throwitaway69 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ed0du | false | null | t3_16ed0du | /r/LocalLLaMA/comments/16ed0du/how_are_orca_llama_70b_qlora_and/ | false | false | self | 13 | null |
Explanation on memory requirements | 2 | Appreciate any responses or even just pointing me to sources to read.
I am new to the local LLM space, I would like to understand better to absolute memory requirements in the context of if you want to run a really large model but do not meet the required memory. Can you still run it and it be as accurate as that mode... | 2023-09-09T18:13:54 | https://www.reddit.com/r/LocalLLaMA/comments/16eckb8/explanation_on_memory_requirements/ | kwb7852 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16eckb8 | false | null | t3_16eckb8 | /r/LocalLLaMA/comments/16eckb8/explanation_on_memory_requirements/ | false | false | self | 2 | null |
A guide to prompting Code Llama | 6 | 2023-09-09T18:05:59 | https://ollama.ai/blog/prompting-code-llama | jmorganca | ollama.ai | 1970-01-01T00:00:00 | 0 | {} | 16ecda3 | false | null | t3_16ecda3 | /r/LocalLLaMA/comments/16ecda3/a_guide_to_prompting_code_llama/ | false | false | default | 6 | null | |
I have 6 V100 GPUs, what's best model for information extraction? | 3 | Hi, I have 6 V100 GPUs, what would be the best model I can use for performing information extraction from documents? Any input would be appreciated. | 2023-09-09T17:55:37 | https://www.reddit.com/r/LocalLLaMA/comments/16ec3qq/i_have_6_v100_gpus_whats_best_model_for/ | kitkatmafia | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ec3qq | false | null | t3_16ec3qq | /r/LocalLLaMA/comments/16ec3qq/i_have_6_v100_gpus_whats_best_model_for/ | false | false | self | 3 | null |
[GPT-4 POWERED] We’ve created a mobile IOS AI app that generates text, art, analyzes photos, and more! | 1 | [removed] | 2023-09-09T17:29:14 | https://www.reddit.com/r/LocalLLaMA/comments/16ebgl8/gpt4_powered_weve_created_a_mobile_ios_ai_app/ | EtelsonRecomputing | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ebgl8 | false | null | t3_16ebgl8 | /r/LocalLLaMA/comments/16ebgl8/gpt4_powered_weve_created_a_mobile_ios_ai_app/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'kvs1b7ixDHBVjaGqUBFIHc4n5EWs8uaukbNnlbRDPrU', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/JZfB8-fdDCxF1xCLB01yldF43Jnff0WEO15p2OXOwmk.jpg?width=108&crop=smart&auto=webp&s=74ff9a25527dd06532f356d10120946781ff8ea1', 'width': 108}, {'height': 113, 'url': 'h... |
Is there a WebUI for audio transcription? | 2 | There are already a bunch of seemingly really good open-source speech to text technologies such as [Whisper](https://openai.com/research/whisper), [MMS](https://ai.meta.com/blog/multilingual-model-speech-recognition/) and [SeamlessM4T](https://ai.meta.com/blog/seamless-m4t/) (and probably more I forgot). These sound li... | 2023-09-09T16:50:14 | https://www.reddit.com/r/LocalLLaMA/comments/16eaiky/is_there_a_webui_for_audio_transcription/ | Dead_Internet_Theory | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16eaiky | false | null | t3_16eaiky | /r/LocalLLaMA/comments/16eaiky/is_there_a_webui_for_audio_transcription/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': '-uYhC4mwPuef-QPVLuucowjhn8QPQQGgXoUiqPUhb30', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/3dUI0lTtd9VrlJD5cfUXtROHftGYxrDr43R11YzdD0c.jpg?width=108&crop=smart&auto=webp&s=1b057f2276dc99c8e2bf8f02c413813aa03e7e40', 'width': 108}, {'height': 216, 'url': '... |
Benchmarking Questions | 3 | Hey, I was thinking of benchmarking some models on the MATH dataset (long story). But how does benchmarking actually work? Do I just ask a model a question from that dataset, then manually check if it's correct and then find the percentage that were correct? Because that seems incredibly tedious. | 2023-09-09T16:00:01 | https://www.reddit.com/r/LocalLLaMA/comments/16e9atv/benchmarking_questions/ | Acceptable_Can5509 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16e9atv | false | null | t3_16e9atv | /r/LocalLLaMA/comments/16e9atv/benchmarking_questions/ | false | false | self | 3 | null |
How can one optimize a $500 budget to build a Llama 2 rig using eBay parts to get a decent accuracy and t/s output? | 38 | I’m just try to imagine a challenge where we build a $500 machine and see what is the maximum experience we can get from one of the Llama models. I get where we are, and the horse power/cost required to get ChatGPT-like outputs, but I think the fun is on the edges! | 2023-09-09T15:51:00 | https://www.reddit.com/r/LocalLLaMA/comments/16e93gd/how_can_one_optimize_a_500_budget_to_build_a/ | Overall-Importance54 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16e93gd | false | null | t3_16e93gd | /r/LocalLLaMA/comments/16e93gd/how_can_one_optimize_a_500_budget_to_build_a/ | false | false | self | 38 | null |
OpenAI vs open source LLMs for character dialogue | 4 | Hey y'all, I'm looking to use an LLM to generate a large dataset for RLHF to train a smaller model for casual dialogue as a character. I guess it could be called roleplay (just not *that kind*). In the past we've used gpt-3.5-turbo to generate this data, primarily because the input data is very messy (think an average ... | 2023-09-09T15:43:33 | https://www.reddit.com/r/LocalLLaMA/comments/16e8wo1/openai_vs_open_source_llms_for_character_dialogue/ | Decahedronn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16e8wo1 | false | null | t3_16e8wo1 | /r/LocalLLaMA/comments/16e8wo1/openai_vs_open_source_llms_for_character_dialogue/ | false | false | self | 4 | null |
Gura AI | 0 | Well that unexpected... | 2023-09-09T15:37:40 | frdsless | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 16e8rmq | false | null | t3_16e8rmq | /r/LocalLLaMA/comments/16e8rmq/gura_ai/ | false | false | nsfw | 0 | {'enabled': True, 'images': [{'id': 'C7YFJUl0RyHgjEv5aaoVAXlYJrYujDR10o6_lNYM0YY', 'resolutions': [{'height': 216, 'url': 'https://preview.redd.it/4ey1paw129nb1.jpg?width=108&crop=smart&auto=webp&s=1fff1ddbbe94b3ddb475d352d7f1735051e0baf6', 'width': 108}, {'height': 432, 'url': 'https://preview.redd.it/4ey1paw129nb1.jp... | |
Generating JSON with self hosted LLM | 30 | In my company there are about 5 different use cases I’ve identified for LLMs that involve feeding the model some unstructured text and having it produce a JSON object with fixed schema. For example, there are hundreds of thousands of scraped used car listings listings, and I want to create a JSON object for each with f... | 2023-09-09T15:36:03 | https://www.reddit.com/r/LocalLLaMA/comments/16e8qa0/generating_json_with_self_hosted_llm/ | sosdandye02 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16e8qa0 | false | null | t3_16e8qa0 | /r/LocalLLaMA/comments/16e8qa0/generating_json_with_self_hosted_llm/ | false | false | self | 30 | null |
Comparing 60 LLMs with a set of 20 prompts | 139 | 2023-09-09T14:27:06 | https://benchmarks.llmonitor.com/ | Covid-Plannedemic_ | benchmarks.llmonitor.com | 1970-01-01T00:00:00 | 0 | {} | 16e73kv | false | null | t3_16e73kv | /r/LocalLLaMA/comments/16e73kv/comparing_60_llms_with_a_set_of_20_prompts/ | false | false | default | 139 | null | |
Improving Falcon-180B Performance | 22 | Yesterday I downloaded and installed falcon-180B onto our local ML server. The server is a DGX-1 "clone" having eight V-100's and 512GB of memory. I loaded the Huggingface code example unmodified (from the model card) and it ran fine, though it ran very slowly. It took roughly 45 minutes to produce the output, rough... | 2023-09-09T14:17:40 | https://www.reddit.com/r/LocalLLaMA/comments/16e6vyf/improving_falcon180b_performance/ | Simusid | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16e6vyf | false | null | t3_16e6vyf | /r/LocalLLaMA/comments/16e6vyf/improving_falcon180b_performance/ | false | false | self | 22 | null |
Advice on building LLM app without accessing OpenAI's model | 0 | If you want to build a business email generation without accessing OpenAI's model and only with open source LLM, what you will do? What are the general step needed? | 2023-09-09T12:37:18 | https://www.reddit.com/r/LocalLLaMA/comments/16e4pc3/advice_on_building_llm_app_without_accessing/ | alvintsoiwc | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16e4pc3 | false | null | t3_16e4pc3 | /r/LocalLLaMA/comments/16e4pc3/advice_on_building_llm_app_without_accessing/ | false | false | self | 0 | null |
What model should I choose for chatting | 2 | It's a bit stupid or not, but what 13b model should I choose for just chatting without restriction I don't like rp, just for chatting? | 2023-09-09T12:02:24 | https://www.reddit.com/r/LocalLLaMA/comments/16e40io/what_model_should_i_choose_for_chatting/ | swwer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16e40io | false | null | t3_16e40io | /r/LocalLLaMA/comments/16e40io/what_model_should_i_choose_for_chatting/ | false | false | self | 2 | null |
Train LLaMA with custom loss function | 9 | Hey!
Im trying to reproduce UniNER results on LLama2-7b.
They state they are training the language model with an objective loss function on gold tokens, which are the labels of the entities:
​
How can I achieve that assuming I'm using the \`Trainer\` on huggingface transformers.
​
I thought to overr... | 2023-09-09T12:02:04 | https://www.reddit.com/r/LocalLLaMA/comments/16e40aq/train_llama_with_custom_loss_function/ | matkley12 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16e40aq | false | null | t3_16e40aq | /r/LocalLLaMA/comments/16e40aq/train_llama_with_custom_loss_function/ | false | false | 9 | {'enabled': False, 'images': [{'id': 'EEoOzT0z5psMu9A20evEOxcKYnYLjFUvTkCaIWA-tk8', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/TMEFThPHkgAJQaZb4J_dd8XAaKDFjbMu9qTClII96xY.jpg?width=108&crop=smart&auto=webp&s=849688e6bf57b193967c1538f9307442374108f2', 'width': 108}, {'height': 116, 'url': 'h... | |
Llama 2 local run | 1 | Hi, can you provide a Python example of running llama 2 7B locally but GPU version. I've tried with cpp but as most of discussions state that the results are far better with GPU.
Is there some example with torch or something similar that I can use to get prompt on my local machine.
I have the cpp version with Od
thon... | 2023-09-09T12:00:04 | https://www.reddit.com/r/LocalLLaMA/comments/16e3yqc/llama_2_local_run/ | Imaginary-Scholar-40 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16e3yqc | false | null | t3_16e3yqc | /r/LocalLLaMA/comments/16e3yqc/llama_2_local_run/ | false | false | self | 1 | null |
Best weights post fine-tuning | 1 | I'm fine-tuning the LLaMA2 model, however, the latest weights I'm using might not be the best.
How can I determine and use the best weights?
Also, are there examples of fine-tuning scripts using - "[Early stopping](https://huggingface.co/docs/transformers/main_classes/callback#transformers.EarlyStoppingCallback)" | 2023-09-09T11:29:01 | https://www.reddit.com/r/LocalLLaMA/comments/16e3dv7/best_weights_post_finetuning/ | unoshow | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16e3dv7 | false | null | t3_16e3dv7 | /r/LocalLLaMA/comments/16e3dv7/best_weights_post_finetuning/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'jfeVG47nZdEkz9kXfW1CcS-Sy8l4DXGb9JErx6bLKfU', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/Bixm6H31yqw0RCcD8LB0e8eIdtJeMUaF4N5ZipM_BQY.jpg?width=108&crop=smart&auto=webp&s=abf38332c5c00a919af5be75653a93473aa2e5fa', 'width': 108}, {'height': 116, 'url': 'h... |
Why am I seeing random "â" tokens when inferencing my LoRA fine-tuned model? | 7 | I've trained a 7B hugging-face model on a single A100 using meta's "llama-recipies" code. All works fine, except I am noticing this random "â" token in my output. It does not exist in the training data, however I am seeing it when inference is run in llama.cpp with the LoRA applied. Both the model and the LoRA are FP16... | 2023-09-09T11:22:09 | https://www.reddit.com/r/LocalLLaMA/comments/16e39j3/why_am_i_seeing_random_â_tokens_when_inferencing/ | sunpazed | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16e39j3 | false | null | t3_16e39j3 | /r/LocalLLaMA/comments/16e39j3/why_am_i_seeing_random_â_tokens_when_inferencing/ | false | false | self | 7 | null |
Getting started with llms, need help to setup rocM and llama +SD | 0 | Hello,
i recently got a new pc with 7900xtx/7800x3d and 32gb of ram and am kind of new to the whole thing and honestly a bit of lost.
I couldnt find a high level explantion yet how one would go for a setup of certain llms. As far as im understanding, necessary parts are rocm(like cuda) and this includes OpenCl and... | 2023-09-09T10:51:15 | https://www.reddit.com/r/LocalLLaMA/comments/16e2qo5/getting_started_with_llms_need_help_to_setup_rocm/ | Entire-Top3434 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16e2qo5 | false | null | t3_16e2qo5 | /r/LocalLLaMA/comments/16e2qo5/getting_started_with_llms_need_help_to_setup_rocm/ | false | false | self | 0 | null |
Lora Training on Web-ui | 1 | Hello everyone
I am currently trying to train loras with the web-ui but I keep hitting a wall, only once was I able to train a lora with a llm, but it failed all the other times.
The main error I encounter is the following :
“TypeError: a bytes-like object is required, not 'str'”
My question is the following: can I... | 2023-09-09T09:26:22 | https://www.reddit.com/r/LocalLLaMA/comments/16e1d2s/lora_training_on_webui/ | hudimudi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16e1d2s | false | null | t3_16e1d2s | /r/LocalLLaMA/comments/16e1d2s/lora_training_on_webui/ | false | false | self | 1 | null |
Training/fine-tuning a local LLM | 6 | Hey! Months ago, I was fascinated by Karpathy’s nanoGPT project - the ability to train a small LLM on your text file seemed very interesting to me. I tried training it on my chat history to build some inifinite chat-generator for fun, but unfortunately, the results were bad. Recently I had even worse experiences with n... | 2023-09-09T09:22:07 | https://www.reddit.com/r/LocalLLaMA/comments/16e1aon/trainingfinetuning_a_local_llm/ | 11igor | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16e1aon | false | null | t3_16e1aon | /r/LocalLLaMA/comments/16e1aon/trainingfinetuning_a_local_llm/ | false | false | self | 6 | null |
New LM Architecture = Pretraining and then Fine Tuning? | 2 | I had some ideas for trying out different variants of transformer architectures. However, if I were to come up with these architectures, would I have to pre-train the model on a corpus such as Wikipedia or C4 and then fine-tune it on a downstream task? I'm new to this.
How do I go about this? Thank you. | 2023-09-09T09:20:48 | https://www.reddit.com/r/LocalLLaMA/comments/16e19wi/new_lm_architecture_pretraining_and_then_fine/ | psj_2908 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16e19wi | false | null | t3_16e19wi | /r/LocalLLaMA/comments/16e19wi/new_lm_architecture_pretraining_and_then_fine/ | false | false | self | 2 | null |
OpenAI is crowdsourcing RLHF | 120 | Just got a response from ChatGPT (GPT4 answering my coding question) which had two responses, both side by side, created in parallel. At the top, it said "which response do you prefer? Your answer will make ChatGPT better". This was not just the model's quirk, it was from the ChatGPT UI.
After I chose the one I prefer... | 2023-09-09T08:48:37 | https://www.reddit.com/r/LocalLLaMA/comments/16e0r6j/openai_is_crowdsourcing_rlhf/ | ZealousidealBlock330 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16e0r6j | false | null | t3_16e0r6j | /r/LocalLLaMA/comments/16e0r6j/openai_is_crowdsourcing_rlhf/ | false | false | self | 120 | null |
Messing around with LLama2 7b_q4 has been an eye opening experience. | 20 | These are just some thoughts, I would love to hear other peoples opinions.
I installed the 7B base model with the intention of fine tuning it for an NLP project I'm working on, but I decided to spend a bit of time to get some experience with how it processes things and what it's outputs are like and man is it a fever... | 2023-09-09T07:56:28 | https://www.reddit.com/r/LocalLLaMA/comments/16dzwol/messing_around_with_llama2_7b_q4_has_been_an_eye/ | Mescallan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16dzwol | false | null | t3_16dzwol | /r/LocalLLaMA/comments/16dzwol/messing_around_with_llama2_7b_q4_has_been_an_eye/ | false | false | self | 20 | null |
What did I do wrong? codellama-python is underwhelming. | 2 | Here is my test prompt, and it took 8 minutes to generate 13 tokens:
https://preview.redd.it/29mrhu8ec6nb1.png?width=811&format=png&auto=webp&s=0c3f2e85b0b2f0e05ccbd5c6c4621540de62bf3f
`Output generated in 466.95 seconds (0.03 tokens/s, 13 tokens, context 75, seed 1944090447)`
​
Here is the model setting whe... | 2023-09-09T06:45:02 | https://www.reddit.com/r/LocalLLaMA/comments/16dyp1d/what_did_i_do_wrong_codellamapython_is/ | Defiant_Hawk_4731 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16dyp1d | false | null | t3_16dyp1d | /r/LocalLLaMA/comments/16dyp1d/what_did_i_do_wrong_codellamapython_is/ | false | false | 2 | null | |
The fp16 model is really slow at 0.7 tokens/s. | 2 | Sorry, i'm new to this.
I'm using text generation webui to load models and download models from hugging face.
I know it'll be faster if using exllama to load models. In my case it speed up to 20 tokens/s.
But i can't load a fp16 model through exllama loader.
It can only load gtpq models which models with .safetens... | 2023-09-09T04:18:06 | https://www.reddit.com/r/LocalLLaMA/comments/16dw0ks/the_fp16_model_is_really_slow_at_07_tokenss/ | Negative-Train-3338 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16dw0ks | false | null | t3_16dw0ks | /r/LocalLLaMA/comments/16dw0ks/the_fp16_model_is_really_slow_at_07_tokenss/ | false | false | self | 2 | null |
i5, 128gb ram, rtx 2070, codellama 7b @ .7tokens/s | 1 | [removed] | 2023-09-09T03:36:27 | https://www.reddit.com/r/LocalLLaMA/comments/16dv73c/i5_128gb_ram_rtx_2070_codellama_7b_7tokenss/ | Avansay | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16dv73c | false | null | t3_16dv73c | /r/LocalLLaMA/comments/16dv73c/i5_128gb_ram_rtx_2070_codellama_7b_7tokenss/ | false | false | self | 1 | null |
NVIDIA TensorRT-LLM | 45 | [https://developer.nvidia.com/blog/nvidia-tensorrt-llm-supercharges-large-language-model-inference-on-nvidia-h100-gpus/](https://developer.nvidia.com/blog/nvidia-tensorrt-llm-supercharges-large-language-model-inference-on-nvidia-h100-gpus/)
Optimized kernels, multi-GPU/multi-node communication primitives, in-flight ba... | 2023-09-09T02:48:24 | https://www.reddit.com/r/LocalLLaMA/comments/16du7xj/nvidia_tensorrtllm/ | dreamingleo12 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16du7xj | false | null | t3_16du7xj | /r/LocalLLaMA/comments/16du7xj/nvidia_tensorrtllm/ | false | false | self | 45 | {'enabled': False, 'images': [{'id': 'p1I7IPZvbu5sfouZQ8mXUOrgX-EZEfwkNdmZgzPjjaA', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/hYsBKuv60WNA9mGma6Vk6w9LAc0T29NsMrlQDpl5-WU.jpg?width=108&crop=smart&auto=webp&s=f216939d8e89557fb8d3933be0006e614a0157e6', 'width': 108}, {'height': 121, 'url': 'h... |
is oobabooga working with code llama? | 1 | i cant seem to get it to load. i am new to oobabooga | 2023-09-09T01:56:47 | https://www.reddit.com/r/LocalLLaMA/comments/16dt56p/is_oobabooga_working_with_code_llama/ | Avansay | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16dt56p | false | null | t3_16dt56p | /r/LocalLLaMA/comments/16dt56p/is_oobabooga_working_with_code_llama/ | false | false | self | 1 | null |
Uni-TianYan GGUF | 13 | Anyone used the LLM that is currently up the top of the OpenLLM leaderboard?? According to the leaderboard this one and ORCA_LLaMA_70B_QLoRA, Platypus2-70B-instruct are better than falcon 180B??? I haven’t converted these to gguf to test it yet. Wondering if anyone has experimented with these? | 2023-09-09T01:42:12 | https://www.reddit.com/r/LocalLLaMA/comments/16dstz7/unitianyan_gguf/ | ihaag | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16dstz7 | false | null | t3_16dstz7 | /r/LocalLLaMA/comments/16dstz7/unitianyan_gguf/ | false | false | self | 13 | null |
Build applications around petals | 4 | I am totally new to the AI space, so I might sound dumb but i have a telegram chatbot that I want to use a version of Llama 2 on it, I can’t run it locally because I’m limited in terms of hardware, i also prefer to not spend so much on hosting services like runpod right out of the gate because i want to run it 24/7 wit... | 2023-09-09T00:49:34 | https://www.reddit.com/r/LocalLLaMA/comments/16drpit/build_applications_around_petals/ | NickDifuze | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16drpit | false | null | t3_16drpit | /r/LocalLLaMA/comments/16drpit/build_applications_around_petals/ | false | false | self | 4 | null |
Petals for Falcon 140b | 1 | I’m looking to form a network/private hive of individuals with decent compute power for running Falcon 140b using Petals | 2023-09-09T00:31:42 | https://www.reddit.com/r/LocalLLaMA/comments/16drbeu/petals_for_falcon_140b/ | NickDifuze | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16drbeu | false | null | t3_16drbeu | /r/LocalLLaMA/comments/16drbeu/petals_for_falcon_140b/ | false | false | self | 1 | null |
I run a free newsletter where I cover projects (mainly OSS ones), papers, and resources about LLMs | 1 | Would be great to get some feedback. I’m continuously trying to improve. Note, I voluntarily do this next to my fulltime job as a machine learning engineer/AI researcher. It has about 3K subscribers as of yet. | 2023-09-09T00:27:51 | https://codingwithintelligence.com/ | ricklamers | codingwithintelligence.com | 1970-01-01T00:00:00 | 0 | {} | 16dr8ev | false | null | t3_16dr8ev | /r/LocalLLaMA/comments/16dr8ev/i_run_a_free_newsletter_where_i_cover_projects/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'O2wjSAnztvMPmhFuZxkQkYzxIEMfm7Etp8TYRiejIug', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/GGdTh8pzm0sQghh16Q64NP_SecueMWIqsSSzc0pH6Lw.jpg?width=108&crop=smart&auto=webp&s=511361288488cd3d115882a81c32166c81d33df6', 'width': 108}, {'height': 112, 'url': 'h... | |
Has anyone ran on a cluster of GPUs? | 6 | I was wonder if anyone has tried to run a model on a cluster of lower cost GPUs to get the performance of a single super expensive card? | 2023-09-09T00:13:31 | https://www.reddit.com/r/LocalLLaMA/comments/16dqwx2/has_anyone_ran_on_a_cluster_of_gpus/ | Overall-Importance54 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16dqwx2 | false | null | t3_16dqwx2 | /r/LocalLLaMA/comments/16dqwx2/has_anyone_ran_on_a_cluster_of_gpus/ | false | false | self | 6 | null |
Best Cloud GPU Provider? | 4 | Hello, looking to train an LLM with 4+ A100 or 4+ H100. Which cloud providers are the best? [Vast.ai](https://Vast.ai) and lambda seem to have no availability recently. | 2023-09-08T21:58:39 | https://www.reddit.com/r/LocalLLaMA/comments/16dnlq8/best_cloud_gpu_provider/ | ZealousidealBlock330 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16dnlq8 | false | null | t3_16dnlq8 | /r/LocalLLaMA/comments/16dnlq8/best_cloud_gpu_provider/ | false | false | self | 4 | null |
How can Openai, Azure etc generate text so fast? | 107 | I am currently working on a research project where we are using gpt3.5 heavily to process text.
When processing our text with azure and gpt3.5 turbo, we are getting insane processing speeds of around 7 texts per second.
I just played around with Llama2 70B on 2xA100 80GB in 8bit with bf16 and got only 0.6 texts per ... | 2023-09-08T21:52:29 | https://www.reddit.com/r/LocalLLaMA/comments/16dng1w/how_can_openai_azure_etc_generate_text_so_fast/ | Blo4d | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16dng1w | false | null | t3_16dng1w | /r/LocalLLaMA/comments/16dng1w/how_can_openai_azure_etc_generate_text_so_fast/ | false | false | self | 107 | null |
Any good uncensored LLM models for blood and gore? | 8 | I wanted to have a horror story made in ChatGPT but it will not add blood or gore anyone know one that is willing to do gore in a horror story? | 2023-09-08T21:39:17 | https://www.reddit.com/r/LocalLLaMA/comments/16dn3rm/any_good_uncensored_llm_models_for_blood_and_gore/ | ryan7251 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16dn3rm | false | null | t3_16dn3rm | /r/LocalLLaMA/comments/16dn3rm/any_good_uncensored_llm_models_for_blood_and_gore/ | false | false | self | 8 | null |
Using 13b on 8gb vram? | 1 | [removed] | 2023-09-08T21:28:09 | https://www.reddit.com/r/LocalLLaMA/comments/16dmt3o/using_13b_on_8gb_vram/ | hot_cat22 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16dmt3o | false | null | t3_16dmt3o | /r/LocalLLaMA/comments/16dmt3o/using_13b_on_8gb_vram/ | false | false | self | 1 | null |
Settings for Oobabooga for 13b chronos-hermes L2 GPTQ for an RTX 3090? I keep getting an out of memory error. | 2 | I've searched on here for info but I can't figure it out. Every single model I load has an out of memory error; I've done 4bit quant 30b/33b models and 13b models. I tried various loaders like exllama and the others in the dropdown that I recognized the name of. Nothing works.
System specs:
1. RTX 3090
2. GTX 1070
3.... | 2023-09-08T20:34:50 | https://www.reddit.com/r/LocalLLaMA/comments/16dldyu/settings_for_oobabooga_for_13b_chronoshermes_l2/ | RottieCumGutter | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16dldyu | false | null | t3_16dldyu | /r/LocalLLaMA/comments/16dldyu/settings_for_oobabooga_for_13b_chronoshermes_l2/ | false | false | self | 2 | null |
Using a RAG Model for Semantic Search & Document Question and Answering | 1 | [removed] | 2023-09-08T20:32:55 | https://www.reddit.com/r/LocalLLaMA/comments/16dlc8r/using_a_rag_model_for_semantic_search_document/ | JabootieeIsGroovy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16dlc8r | false | null | t3_16dlc8r | /r/LocalLLaMA/comments/16dlc8r/using_a_rag_model_for_semantic_search_document/ | false | false | self | 1 | null |
AWS Inferentia2 Accelerators | 8 | Has anyone used AWS' Inferentia2 Accelerators for their local LLM? I don't see any support for them in oobabooga's platform. However, they are about half the cost of GPUs on AWS. | 2023-09-08T20:24:07 | https://www.reddit.com/r/LocalLLaMA/comments/16dl484/aws_inferentia2_accelerators/ | SatoshiReport | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16dl484 | false | null | t3_16dl484 | /r/LocalLLaMA/comments/16dl484/aws_inferentia2_accelerators/ | false | false | self | 8 | null |
How to Infuse domain specific knowledge into LLAMA? | 1 | I am exploring the possibilities of infusing domain specific knowledge into LLMs, and till now i have used LLAMA_V1. I have finetuned it on DBLP's subgraphs-to-text data ( i have generated this), using LORA. DBLP's knowledge graph contains publications, their authors and their affiliations. So by fine-tuning i wanted ... | 2023-09-08T19:39:19 | https://www.reddit.com/r/LocalLLaMA/comments/16djzeg/how_to_infuse_domain_specific_knowledge_into_llama/ | omiz_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16djzeg | false | null | t3_16djzeg | /r/LocalLLaMA/comments/16djzeg/how_to_infuse_domain_specific_knowledge_into_llama/ | false | false | self | 1 | null |
Why Do You Not Use Open Source AI? (Or do you?) | 1 | [removed]
[View Poll](https://www.reddit.com/poll/16djv3d) | 2023-09-08T19:34:24 | https://www.reddit.com/r/LocalLLaMA/comments/16djv3d/why_do_you_not_use_open_source_ai_or_do_you/ | Heralax_Tekran | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16djv3d | false | null | t3_16djv3d | /r/LocalLLaMA/comments/16djv3d/why_do_you_not_use_open_source_ai_or_do_you/ | false | false | self | 1 | null |
Is it possible to get the local installed AI using text-generation-webui to ready local files on your computer? | 2 | I just started messing around with the local AI models.. I have a decent computer running 32 GB RAM and a RTX 4090 card.
I have installed the text-generation-webui locally via command line Anaconda, and I have several Models downloaded. For Example hugging face model "TheBloke\_WizardCoder-Python-13B-V1.0-GPTQ". I c... | 2023-09-08T19:08:32 | https://www.reddit.com/r/LocalLLaMA/comments/16dj796/is_it_possible_to_get_the_local_installed_ai/ | jb2kewl | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16dj796 | false | null | t3_16dj796 | /r/LocalLLaMA/comments/16dj796/is_it_possible_to_get_the_local_installed_ai/ | false | false | self | 2 | null |
Is it possible to get the text-generation-webui with any model, to ready a local file like a Python script? | 1 | I just started messing around with the local AI models.. I have a decent computer running 32 GB RAM and a RTX 4090 card.
I have installed the text-generation-webui locally via command line Anaconda, and I have several Models downloaded. For Example hugging face model "TheBloke\_WizardCoder-Python-13B-V1.0-GPTQ". I ... | 2023-09-08T19:06:47 | https://www.reddit.com/r/LocalLLaMA/comments/16dj5ri/is_it_possible_to_get_the_textgenerationwebui/ | jb2kewl | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16dj5ri | false | null | t3_16dj5ri | /r/LocalLLaMA/comments/16dj5ri/is_it_possible_to_get_the_textgenerationwebui/ | false | false | self | 1 | null |
Falcon 180b performance on a Mac M2 Ultra w/192GB | 1 | Hey,
Figured some folks would find this interesting. Using llama.cpp & TheBloke's Falcon180B Chat GGUF ([https://huggingface.co/TheBloke/Falcon-180B-Chat-GGUF](https://huggingface.co/TheBloke/Falcon-180B-Chat-GGUF))
Fastest model is `Q4_0` at about 2 tokens/second.
https://i.redd.it/vg581owpi2nb1.gif
​
... | 2023-09-08T17:39:24 | https://www.reddit.com/r/LocalLLaMA/comments/16dgxa4/falcon_180b_performance_on_a_mac_m2_ultra_w192gb/ | ferminaut | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16dgxa4 | false | null | t3_16dgxa4 | /r/LocalLLaMA/comments/16dgxa4/falcon_180b_performance_on_a_mac_m2_ultra_w192gb/ | false | false | 1 | null | |
Has anyone been successful telling Llama-2 model to overide its math? | 1 | [removed] | 2023-09-08T17:10:19 | https://www.reddit.com/r/LocalLLaMA/comments/16dg6ns/has_anyone_been_successful_telling_llama2_model/ | Natural-Sentence-601 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16dg6ns | false | null | t3_16dg6ns | /r/LocalLLaMA/comments/16dg6ns/has_anyone_been_successful_telling_llama2_model/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'zCZRl5IHUtOgLP6kzFh5KDelz3UJxd-L1dGiQwqBJPA', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/lu8NhtJOUgHqqyYcKduymZVmYs5CzX1ZypRdadhK53Y.jpg?width=108&crop=smart&auto=webp&s=bc9b56bb720581fe5bc2b4328ca1ff86069f2e0e', 'width': 108}], 'source': {'height': 20... |
llama-cpp-guidance: A python package that enables you to use Guidance with llama-cpp-python | 56 | 2023-09-08T16:57:47 | https://github.com/nicholasyager/llama-cpp-guidance | trickyager | github.com | 1970-01-01T00:00:00 | 0 | {} | 16dfv1w | false | null | t3_16dfv1w | /r/LocalLLaMA/comments/16dfv1w/llamacppguidance_a_python_package_that_enables/ | false | false | 56 | {'enabled': False, 'images': [{'id': 'CeZDt2k4hYDw3St9mXhK4EosNPKj6Ya9OJWzdThyEUw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/uiKJxNyfY3536anVIBzL_2LfbPMsh0K9rE4NH83s_zw.jpg?width=108&crop=smart&auto=webp&s=857f8708d6612c0a626204f06785146d17fb9169', 'width': 108}, {'height': 108, 'url': 'h... | ||
The Trade-Off Between Model Size and Effectiveness in Local LLMs: How Can We Make Powerful Models More Accessible? | 6 | Greetings, fellow LLaMa herders!
As someone who has been meticulously following the rapid advancements in the realm of local Large Language Models (LLMs), I've observed a persistent issue that we, as a community, need to address. While the progress has been nothing short of remarkable, these local LLMs still lag signi... | 2023-09-08T16:30:42 | https://www.reddit.com/r/LocalLLaMA/comments/16df70w/the_tradeoff_between_model_size_and_effectiveness/ | barbarous_panda | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16df70w | false | null | t3_16df70w | /r/LocalLLaMA/comments/16df70w/the_tradeoff_between_model_size_and_effectiveness/ | false | false | self | 6 | null |
awesome llama models | 5 | I’m getting lost on the plenty of different fine tunes of llama are available on HF, is there any curated list explaining which model in TheBloke’s HF profile is tuned for? | 2023-09-08T16:23:30 | https://www.reddit.com/r/LocalLLaMA/comments/16df0ra/awesome_llama_models/ | SK33LA | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16df0ra | false | null | t3_16df0ra | /r/LocalLLaMA/comments/16df0ra/awesome_llama_models/ | false | false | self | 5 | null |
CLI tool to benchmark 100+LLMs response, response time, cost | 31 | Hi r/LocalLLaMA
I built a CLI tool to benchmark 100+ LLMs for a given question. Output allows you to compare responses, response time and cost. Try it here: [https://github.com/BerriAI/litellm/blob/main/cookbook/benchmark/readme.md](https://github.com/BerriAI/litellm/blob/main/cookbook/benchmark/readme.md)
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... | 2023-09-08T16:16:51 | https://www.reddit.com/r/LocalLLaMA/comments/16deuph/cli_tool_to_benchmark_100llms_response_response/ | Comfortable_Dirt5590 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16deuph | false | null | t3_16deuph | /r/LocalLLaMA/comments/16deuph/cli_tool_to_benchmark_100llms_response_response/ | false | false | 31 | {'enabled': False, 'images': [{'id': 'ZjjQvwP8rnnvCTR0O6LXqEmuppiQJY9zV7VM3iR1g3M', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/WoWsgBarV7pJ_QNbTHyvJsS0v31zAspms2baMkqvzbk.jpg?width=108&crop=smart&auto=webp&s=9aea425b42f2aa232de9d63b2c9232572b901009', 'width': 108}, {'height': 108, 'url': 'h... | |
Fine-tuning Lama2 70b on 2 GPU | 11 | So I am qlora fine-tuning Lama 2 70b on two GPU. I somehow managed to make it work. However, the GPUs seem to peak utilization in sequence. So one will be 100% utilized and than the other will be 100% utilized. Is this the intended way or am I doing something wrong?
I hoped for slightly higher utilization. | 2023-09-08T16:13:43 | https://www.reddit.com/r/LocalLLaMA/comments/16dervd/finetuning_lama2_70b_on_2_gpu/ | ComplexIt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16dervd | false | null | t3_16dervd | /r/LocalLLaMA/comments/16dervd/finetuning_lama2_70b_on_2_gpu/ | false | false | self | 11 | null |
Discussion with Tom Campbell, author of My Big TOE -- when does it make sense to prefer relationships with LLMs/AI chatbots over relationships with humans? | 1 | 2023-09-08T16:10:17 | https://v.redd.it/j2r9kcyl22nb1 | verdelyi | /r/LocalLLaMA/comments/16deos8/discussion_with_tom_campbell_author_of_my_big_toe/ | 1970-01-01T00:00:00 | 0 | {} | 16deos8 | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/j2r9kcyl22nb1/DASHPlaylist.mpd?a=1696867821%2CNjUwMDRlZTA2OGNhNDM1ZWY0ZjI1OGQxYjMzZWUyYWUzMzZjY2UzYmQyOGQ3ZmUzZTE0N2EwZDRkZWQxODdmZg%3D%3D&v=1&f=sd', 'duration': 189, 'fallback_url': 'https://v.redd.it/j2r9kcyl22nb1/DASH_720.mp4?source=fallback', 'h... | t3_16deos8 | /r/LocalLLaMA/comments/16deos8/discussion_with_tom_campbell_author_of_my_big_toe/ | false | false | 1 | {'enabled': False, 'images': [{'id': '-ot9_9B5gz56xlBth4iiDCID8WDWp6FOSSMzaeMYTH4', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/pB-x8n3qm8Fl6YBRiwocXZCmEfna-2dXEAul8tbamVg.png?width=108&crop=smart&format=pjpg&auto=webp&s=8b263640574a520da492585ea6e92ac2d432c822', 'width': 108}, {'height': 12... | ||
Side by side: MythoMax 13B vs. Falcon 180B [Dark fantasy prompt] | 1 | [removed] | 2023-09-08T15:52:57 | https://www.reddit.com/r/LocalLLaMA/comments/16de8ko/side_by_side_mythomax_13b_vs_falcon_180b_dark/ | whtne047htnb | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16de8ko | false | null | t3_16de8ko | /r/LocalLLaMA/comments/16de8ko/side_by_side_mythomax_13b_vs_falcon_180b_dark/ | false | false | default | 1 | null |
How to train a Language LoRA? | 9 | I'd like to try improve the language capabilities of Llama2.
Specifically I'd like it to become better at understanding and writing Danish, and I'd hope to do that with a LoRA.
But what form should the dataset take to improve it's language capabilities?
Does it have to be in the form of an instruction and answ... | 2023-09-08T15:35:09 | https://www.reddit.com/r/LocalLLaMA/comments/16dds7t/how_to_train_a_language_lora/ | nixudos | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16dds7t | false | null | t3_16dds7t | /r/LocalLLaMA/comments/16dds7t/how_to_train_a_language_lora/ | false | false | self | 9 | null |
Math Proficient Language Models | 15 |
**TLDR:** Are there language models compatible with a 24 GB RAM GPU setup (potentially through quantization) proficient in numerical and statistical reasoning?
Hello everyone,
I'm working with a detailed markdown report that dissects a dataset statistically, segmented into five key parts:
1. **Dataset Overview**:... | 2023-09-08T14:40:22 | https://www.reddit.com/r/LocalLLaMA/comments/16dcdit/math_proficient_language_models/ | PinballOscuro | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16dcdit | false | null | t3_16dcdit | /r/LocalLLaMA/comments/16dcdit/math_proficient_language_models/ | false | false | self | 15 | null |
How to run exllama in Google Colab without Text Generation WebUI | 3 | Hi Im a newbie (like very very), did someone run exllama in Google Colab without Text Generation WebUI? No need of the frontend, just the code to call the respective function and have the generated text in a variable.
Thank you so much! | 2023-09-08T14:35:46 | https://www.reddit.com/r/LocalLLaMA/comments/16dc9k4/how_to_run_exllama_in_google_colab_without_text/ | NegotiationTime3595 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16dc9k4 | false | null | t3_16dc9k4 | /r/LocalLLaMA/comments/16dc9k4/how_to_run_exllama_in_google_colab_without_text/ | false | false | self | 3 | null |
Got a second 3090, but seems there is no point running 70B? | 0 | Hi all,
I finally got my hands on second 3090 and it seems that in coding all 70b available models (i.e. Lemur, Wizard) are worse than 15B Wizard, not to say about codellama. In terms of casual chat, asking for general knowledge, summarization, I was not able to justify improvement vs. less context size.
Is there so... | 2023-09-08T13:50:04 | https://www.reddit.com/r/LocalLLaMA/comments/16db5tt/got_a_second_3090_but_seems_there_is_no_point/ | kpodkanowicz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16db5tt | false | null | t3_16db5tt | /r/LocalLLaMA/comments/16db5tt/got_a_second_3090_but_seems_there_is_no_point/ | false | false | self | 0 | null |
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